AI 大模型

AI Agent

智能体、工具调用、规划、工作流、多智能体和自主任务执行。

2025-08-15 至 2025-08-15 共收录 70 篇信号源：cs.AI, cs.CL, cs.LG, cs.SE

1. Agent评测 11 篇

2508.10581 2025-08-15 cs.LG 57%

Technical Report: Facilitating the Adoption of Causal Inference Methods Through LLM-Empowered Co-Pilot

Jeroen Berrevoets, Julianna Piskorz, Robert Davis, Harry Amad, Jim Weatherall, Mihaela van der Schaar

机构 * University of Cambridge（剑桥大学）； AstraZeneca（阿斯利康）

专题命中 Agent评测：agentic(abstract)；分类 cs.LG

2410.15729 2025-08-15 stat.ML cs.HC cs.LG 57%

A Two-Stage Learning-to-Defer Approach for Multi-Task Learning

Yannis Montreuil, Shu Heng Yeo, Axel Carlier, Lai Xing Ng, Wei Tsang Ooi

机构 * School of Computing, National University of Singapore, Singapore（新加坡国立大学计算机学院）； IRIT, Université de Toulouse, CNRS, Toulouse INP, Toulouse, France（图卢兹大学IRIT研究所，法国国家科学研究中心，图卢兹INP）； Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore（新加坡资讯与通信研究院，新加坡科技研究局）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

2407.15881 2025-08-15 cs.GT cs.LG 57%

Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution

Alex Clinton, Yiding Chen, Xiaojin Zhu, Kirthevasan Kandasamy

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校）； Cornell University（康奈尔大学）

专题命中 Agent评测：agent(abstract)；分类 cs.LG

Comments ICML 2025

2508.10792 2025-08-15 cond-mat.mes-hall 50%

Reinforcement-Learning-Designed Field-Free Sub-Nanosecond Spin-Orbit-Torque Switching

Yuta Igarashi, Junji Fujimoto

专题命中 Agent评测：agent(abstract)

Comments 5 pages, 5 figures

2508.10466 2025-08-15 cs.SI cs.CY 50%

Online Homogeneity Can Emerge Without Filtering Algorithms or Homophily Preferences

Petter Törnberg

专题命中 Agent评测：agent(abstract)

2508.10401 2025-08-15 cs.IR 50%

Proxy Model-Guided Reinforcement Learning for Client Selection in Federated Recommendation

Liang Qu, Jianxin Li, Wei Yuan, Penghui Ruan, Yuhui Shi, Hongzhi Yin

专题命中 Agent评测：agent(abstract)

Comments Under review

2508.10185 2025-08-15 cs.CR cs.CY cs.NI 50%

An Architecture for Distributed Digital Identities in the Physical World

René Mayrhofer, Michael Roland, Tobias Höller, Philipp Hofer, Mario Lins

专题命中 Agent评测：agent(abstract)

2507.04485 2025-08-15 cs.GT 50%

Constant-Approximate and Constant-Strategyproof Two-Facility Location

Elijah Journey Fullerton, Zeyuan Hu, C. Gregory Plaxton

专题命中 Agent评测：agent(abstract)

Comments Accepted at SAGT 2025. The latest version fixes minor typos and formatting issues

2503.06776 2025-08-15 cs.RO cs.SY eess.SY 50%

Chance-constrained Linear Quadratic Gaussian Games for Multi-robot Interaction under Uncertainty

Kai Ren, Giulio Salizzoni, Mustafa Emre Gürsoy, Maryam Kamgarpour

机构 * SYCAMORE Lab, École Polytechnique Fédérale de Lausanne (EPFL)（SYCAMORE实验室，瑞士联邦理工学院（EPFL））

专题命中 Agent评测：agent(abstract)

Comments Published in IEEE Control Systems Letters

Journal ref IEEE Control Systems Letters, vol. 9, pp. 2061-2066, 2025

2. 其他Agent 1 篇

2508.10052 2025-08-15 cs.CR cs.AI 79%

NetMoniAI: An Agentic AI Framework for Network Security & Monitoring

Pallavi Zambare, Venkata Nikhil Thanikella, Nikhil Padmanabh Kottur, Sree Akhil Akula, Ying Liu

机构 * Department of computer science, Texas Tech University, Lubbock, USA（计算机科学系，得克萨斯理工大学，拉伯克，美国）

专题命中其他Agent ：agentic(title,abstract)；分类 cs.AI

Comments Accepted in IEEE 3rd International Conference on Artificial Intelligence, Blockchain, and Internet of Things (AIBThings 2025)